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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.


Popular Predictive Modeling Courses and Certifications


  • I

    Indian School of Business

    Certificate in Investment Management

    Skills you'll gain: Financial Statement Analysis, Portfolio Management, Financial Statements, Portfolio Risk, Financial Analysis, Income Statement, Balance Sheet, Investments, Financial Trading, Equities, Business Valuation, Return On Investment, Performance Analysis, Financial Modeling, Finance, Cash Flows, Financial Market, Working Capital, Risk Analysis, Market Trend

    University Certificate · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor: KI-Bereitstellungen absichern

    Skills you'll gain: AI Security, Large Language Modeling, Open Web Application Security Project (OWASP), Model Deployment, Prompt Engineering, Application Security, Security Testing, Secure Coding, Continuous Monitoring, Google Cloud Platform, Cloud API, Application Programming Interface (API), System Configuration, API Design

    Beginner · Course · 1 - 3 Months

  • O

    O.P. Jindal Global University

    MBA Business Analytics

    Skills you'll gain: Operations Management, Design Thinking, Data Visualization, Active Listening, Sampling (Statistics), Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Project Estimation, Financial Statements, Business Analytics, Global Marketing, Marketing Management, Financial Accounting, Predictive Analytics, Big Data, Operations Research, Pivot Tables And Charts, Data Cleansing, Emerging Technologies

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Business Analytics

    Skills you'll gain: Revenue Management, Customer Analysis, Descriptive Analytics, People Analytics, FinTech, Large Language Modeling, Model Evaluation, Database Design, Time Series Analysis and Forecasting, Predictive Analytics, Social Determinants Of Health, Gerontology, Digital Transformation, Biostatistics, Risk Analysis, Bayesian Statistics, Exploratory Data Analysis, Social Network Analysis, Unsupervised Learning, Cloud Security

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Engineering Management Graduate Certificate

    Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Financial Modeling

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Forecasting Models for Marketing Decisions

    Skills you'll gain: Customer Analysis, Customer Demand Planning, Marketing Analytics, Forecasting, Consumer Behaviour, Marketing Effectiveness, Model Evaluation, Time Series Analysis and Forecasting, Microsoft Excel, Marketing, Regression Analysis, Customer Acquisition Management, Customer Retention

    4.3
    Rating, 4.3 out of 5 stars
    ·
    80 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    S

    Starweaver

    Gen AI Sales Forecasting and Marketing Analysis

    Skills you'll gain: Responsible AI, Data Ethics, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, Business Marketing, AI Enablement, Governance, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Mining Quality Prediction Using Machine & Deep Learning

    Skills you'll gain: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    488 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Prescriptive Analytics

    Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Logistics, Model Evaluation, Python Programming, Decision Making, Cloud Computing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Core generative models and techniques

    Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Microsoft Azure, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Model Evaluation, Tensorflow, Data Pipelines, Prototyping, Image Quality, Time Series Analysis and Forecasting, Forecasting

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular predictive modeling courses

  • Certificate in Investment Management: Indian School of Business
  • Model Armor: KI-Bereitstellungen absichern: Google Cloud
  • MBA Business Analytics: O.P. Jindal Global University
  • Magíster en Business Analytics: Pontificia Universidad Católica de Chile
  • Engineering Management Graduate Certificate: University of Colorado Boulder
  • Forecasting Models for Marketing Decisions: Emory University
  • Generative AI and Model Selection: Vanderbilt University
  • Gen AI Sales Forecasting and Marketing Analysis: Starweaver
  • Mining Quality Prediction Using Machine & Deep Learning: Coursera
  • Probabilistic Graphical Models 2: Inference: Stanford University

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